SemanticScuttle - klotz.me

Tags: deep learning* + text* + embedding* + word embedding*

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1. Natural Language Processing: From one-hot vectors to billion parameter models | by Pascal Janetzky | Jul, 2021 | Towards Data Science

   2021-07-09 Tags: nlp, word embedding, transformer, deep learning by klotz
2. GitHub - ddangelov/Top2Vec: Top2Vec learns jointly embedded topic, document and word vectors.

   2020-10-16 Tags: github, topic modeling, word embedding, embedding, nlp, text, classification, deep learning, lda by klotz
3. TOP2VEC: New way of topic modelling | by sagar pundir | Oct, 2020 | Towards Data Science

   2020-10-16 Tags: topic modeling, word embedding, embedding, nlp, text, classification, deep learning, lda by klotz
4. GitHub - hanxiao/bert-as-service: Mapping a variable-length sentence to a fixed-length vector using BERT model

   2020-10-15 Tags: bert, word embedding, foss, saas, github, nlp, embedding, machine learning, deep learning by klotz
5. Understanding BERT — Word Embeddings | by Dharti Dhami | Medium

   2020-10-15 Tags: bert, embedding, deep learning, neural networks, nlp, word embedding, medium, machine learning by klotz
6. How to Solve Analogies with Word2Vec - Towards Data Science

   2020-03-13 Tags: word2vec, word embedding, analogy, tutorial, machine learning, deep learning, pca, visualization by klotz
7. Understanding BERT: Is it a Game Changer in NLP? - Towards Data Science

   2019-10-12 Tags: bert, nlp, embedding, word embedding, google, facebook, machine learning, deep learning by klotz
8. “Introducing FastBert — A simple Deep Learning library for BERT Models”

   2019-05-18 Tags: bert, python, deep learning, nlp, word embedding by klotz
9. “Chars2vec: character-based language model for handling real world texts with spelling errors and…”

   2019-03-11 Tags: word embedding, character, nlp, deep learning by klotz
10. Optimizing word embeddings for the web

    2019-02-19 Tags: word embedding, fasttext, javascript, deep learning by klotz

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